Hoffimann, Júlio https://orcid.org/0000-0003-2789-297X
Augusto, José
Resende, Lucas https://orcid.org/0000-0001-6188-299X
Mathias, Marlon https://orcid.org/0000-0002-2415-5723
Mazzinghy, Douglas https://orcid.org/0000-0003-2569-6932
Bianchetti, Matheus
Mendes, Mônica
Souza, Thiago https://orcid.org/0000-0002-6006-6541
Andrade, Vitor
Domingues, Tarcísio
Silva, Wesley
Silva, Ruberlan https://orcid.org/0000-0002-7051-4475
Couto, Danielly
Fonseca, Elisabeth https://orcid.org/0000-0003-3736-4986
Gonçalves, Keila
Article History
Received: 8 March 2022
Accepted: 4 July 2022
First Online: 12 August 2022
Change Date: 6 September 2022
Change Type: Update
Change Details: A link was missing in the data availability section.
Declarations
:
: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
: This project was developed with state-of-the-art open-source libraries and the Julia programming language (Bezanson et al. ). The proposed Bayesian models were written with Turing.jl, a general-purpose probabilistic programming language for robust, efficient Bayesian inference and decision making. (Ge et al. ). The Hilbert–Kriging method is available in GeoStats.jl, an extensible framework for high-performance geostatistics (Hoffimann ).
: We adopt the CRediT taxonomy. Júlio Hoffimann: Conceptualization, Methodology, Software, Validation, Formal analysis, Investigation, Resources, Data Curation, Writing - Original Draft, Visualization, Supervision, Project administration. José Augusto: Methodology, Software, Formal analysis, Investigation, Data Curation. Lucas Resende: Methodology, Software, Formal analysis, Investigation, Data Curation. Marlon Mathias: Software, Formal analysis, Data Curation. Douglas Mazzinghy: Conceptualization, Validation, Resources, Writing - Review & Editing. Matheus Bianchetti, Mônica Mendes, Thiago Souza, Vitor Andrade, Tarcísio Domingues: Validation, Data Curation. Wesley Silva, Ruberlan Silva, Danielly Couto: Data Curation. Elisabeth Fonseca: Conceptualization, Validation, Resources, Data Curation, Project administration. Keila Gonçalves: Funding acquisition.